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From Exposure Whack-a-Mole to Autonomous Cyber Risk Management: Meet Agentic AI on the Qualys Platform
agentic-ai

From Exposure Whack-a-Mole to Autonomous Cyber Risk Management: Meet Agentic AI on the Qualys Platform

Discover how Qualys Agentic AI revolutionizes cybersecurity with autonomous risk prioritization and remediation at machine speed.

August 4, 2025
5 min read
Qualys

Discover how Qualys Agentic AI revolutionizes cybersecurity with autonomous risk prioritization and remediation at machine speed.

From Exposure Whack-a-Mole to Autonomous Cyber Risk Management: Meet Agentic AI on the Qualys Platform

Cyber threats are increasing in both volume and sophistication, while the enterprise attack surface continues to expand. This puts immense pressure on security teams, who are already overwhelmed by tool sprawl and a flood of disconnected findings—often lacking the context needed to prioritize based on business impact. To make matters worse, most security tools remain reactive, leaving teams stuck in manual workflows and struggling to close persistent exposures. Cybersecurity teams inundated with security findings from dozens of tools face a critical challenge of centralizing and democratizing access to millions of exposure signals and turning them into clear, actionable insights. Dashboards overflow with exposures, risk scores, and asset inventories, but translating that noise into intelligent action is still a reactive, time-consuming, manual process. What’s missing is a fully integrated and autonomous system that not only identifies but also prioritizes, remediates, and adapts to the dynamic threat landscape.

Qualys Unveils Native Agentic AI Capabilities

Today, Qualys announces the launch of the Qualys AI Fabric — a major leap forward in enabling autonomous cybersecurity. With the introduction of specialized Cyber Risk Agents as your digital workforce, and the prompt-driven Cyber Risk Assistant, Qualys sets a new industry benchmark for proactive, intelligent risk management. By embedding Agentic AI into Enterprise TruRisk Management (ETM), Qualys elevates risk orchestration—enabling faster, smarter decision-making. ETM, the foundation of the industry’s first Risk Operations Center (ROC), aggregates exposures to quantify, communicate, and reduce cyber risk in business terms. Now enhanced with AI fabric, it delivers pre-built Cyber Risk Agents that automate threat prioritization and guide remediation strategies aligned to each organization’s risk posture. These specialized Cyber Risk Agents operate autonomously and act as your skilled digital workforce to augment your security teams. The new Cyber Risk Assistant—an intuitive, prompt-based interface—further empowers teams to translate complex exposure data into clear, context-driven actions with autonomous execution.

What is Agentic AI?

Agentic AI represents the next phase of AI innovation, going beyond generative AI. Unlike systems that merely process user prompts into outputs, agentic systems act autonomously, taking necessary steps to solve problems based on context, learning, and clear directives. For cybersecurity, these capabilities are game-changing. Adversaries are weaponizing and exploiting vulnerabilities across the digital attack surface at an unprecedented pace. Security teams are overwhelmed by millions of exposures compounded by an expanding attack surface, making it challenging to prioritize, understand, and act on this information in real time. While having a centralized place for exposure data is crucial, remediating exposures at the speed they are detected requires self-orchestrating AI agents operating at machine scale to rapidly analyze data, generate insights, and autonomously remediate risks. Agentic AI doesn’t just detect issues or surface insights; it autonomously identifies critical risks, prioritizes them, and launches targeted remediation workflows to reduce risks.

Qualys Agentic AI

Agentic AI is seamlessly integrated into the Qualys ecosystem to enhance security operations and enable smarter decision-making. It continuously analyzes millions of exposure signals, combining live threat intelligence with your organization’s unique business context. The result is a clear distillation of the cyber risks that truly matter, enabling security professionals to focus on what’s important. To explore the under-the-hood implementation of the Qualys AI Fabric, check out the technical deep-dive blog by Balaji Venkatesan.
See Agentic AI in action by signing up for a preview of Qualys ETM today! Sign Up Now

Two Major Innovations to Streamline and Accelerate Cyber Risk Operations

Marketplace of Ready-to-use Cyber Risk AI Agents

The Qualys Agentic AI marketplace offers pre-built Cyber Risk Agents as a skilled digital workforce tailored to specific use cases. Organizations can also create custom Cyber Risk Agents with an intuitive no-code builder to autonomously deliver specialized outcomes. These agents empower decision-making across all levels—tackling operational challenges in real time or delivering insightful reports for board-level briefings. By transforming fragmented data into actionable intelligence, Agentic AI strengthens security operations and drives efficient risk management.

Cyber Risk Assistant

The prompt-driven Cyber Risk Assistant democratizes access to diverse security data by helping users navigate and evaluate their risk posture with natural-language queries. It analyzes exposures, applies threat intelligence, and factors in your unique environment to deliver tailored insights, turning data into informed action. Whether presenting to the board or making urgent operational decisions, the assistant quickly surfaces needed information and can introduce a Cyber Risk Agent for a more autonomous experience.

Key Benefits of Qualys Agentic AI

  • Democratized Data Access: Streamlines exploration of fragmented security data, empowering the entire security team to transform curiosity into actionable insights.
  • Intelligent Decision Support: Provides business impact-driven analytics that convert fragmented data into ranked, actionable insights.
  • Enhanced Productivity: Drives productivity through autonomous risk reduction with human oversight, reducing MTTR significantly and allowing security teams to focus on strategic initiatives.
  • Use Cases for Agentic AI

    Agent Nova: Discover and Prioritize External Attack Surface Risk

    Security teams face an ever-increasing external attack surface, with organizations often unaware of up to 25% of their internet-facing assets. Qualys Agent Nova continuously identifies newly discovered internet-facing assets and exposures without manual prompts or dashboard digging. It prioritizes vulnerability scans based on risky open ports, EoL/EoS software, or potential vulnerabilities, correlating findings with threat intelligence tailored to the organization’s industry and environment. Agent Nova also generates comprehensive “Hacker’s-Eye View” reports revealing what attackers see and target.

    Agent Vikram: Adaptive Cloud Risk Assessment

    In sprawling multi-cloud environments, visibility is often incomplete. Qualys research found over 30% of cloud VMs across AWS, Azure, and GCP run with high or critical vulnerabilities, many unscanned. Agent Vikram autonomously discovers unmonitored assets and applies the right scan method for each workload—API-based, agent-based, snapshot-based, or cloud perimeter scanning—without human intervention. This eliminates cloud blind spots, providing continuous, unified visibility and control.

    Agent Chang: Audit-readiness Assessment & Reporting

    Audit readiness is critical but challenging without automation. Agent Chang automates continuous evidence collection and audit-ready reporting across assets and environments. It maps evidence to compliance frameworks like ISO, NIST, PCI-DSS, and FedRAMP in real time, ensuring audit readiness. By prioritizing control failures impacting audit scores, it helps focus remediation and delivers dynamic dashboards and reports, making audit preparation proactive and data-driven.

    Agent Nyra: Threat-informed Risk Prioritization

    Facing a surge in sophisticated attacks and overwhelming threat data, security teams struggle to focus on critical risks. Agent Nyra autonomously monitors adversary behavior and threat intelligence relevant to the organization’s industry and environment. It alerts teams to critical threats and can initiate playbooks for patching or mitigation based on intelligence.

    Agent Sara: Autonomous Patch Tuesday Lifecycle

    IT teams face challenges in deploying Patch Tuesday patches, with about 20% of Microsoft Patch Tuesday vulnerabilities remaining open over 30 days. Agent Sara detects these vulnerabilities and creates a comprehensive Risk Elimination Plan with actionable insights. It prioritizes vulnerabilities from the CISA KEV catalog, those with public exploits, or ransomware links, ensuring SLAs are met and assets remain secure and compliant with PCI DSS, CIS, and NCSC timelines. When patches risk downtime, Agent Sara identifies and applies mitigations to make vulnerabilities unexploitable until patches can be safely deployed, managing the entire patch lifecycle autonomously.

    Agent Sophia: Self-Healing Autonomous Vulnerability Management

    Agent Sophia overcomes the limitations of scan-and-report vulnerability management. Using a multi-agent AI system, it autonomously discovers vulnerabilities, prioritizes them based on real-time business context, and executes the full remediation lifecycle with human-on-the-loop control. This ensures actions are explainable, auditable, and governed by safety policies, allowing teams to focus on strategic risk reduction. Qualys Threat Research shows 5% of CISA Known Exploited Vulnerabilities remain unpatched over 90 days, while threat actors weaponize these in just 5.5 days. Customers using Qualys TruRisk close critical flaws proactively. Agent Sophia’s self-healing capability executes enterprise-grade workflows autonomously, closing the gap between detection and remediation at machine speed.

    Conclusion

    Agentic AI redefines risk management by making security operations smarter, faster, and more cost-effective. Autonomous workflows reduce complexity and accelerate processes, enabling confident protection of expanding attack surfaces while optimizing resources. This innovative approach empowers teams to shift from reactive measures to proactive security strategies. With Agentic AI, the future of autonomous cybersecurity is here.
    Try Qualys ETM today and preview your digital workforce, Agentic AI by Qualys. Try Today
    Originally published at Qualys Blog on August 4, 2025.

    Frequently Asked Questions (FAQ)

    What is Agentic AI?

    Agentic AI represents a new phase in artificial intelligence, moving beyond simply processing prompts. These AI systems can act autonomously, taking proactive steps to solve problems based on context, learning, and specific directives.

    How does Agentic AI differ from Generative AI?

    While Generative AI focuses on creating content or responses based on prompts, Agentic AI is designed to take action. It identifies problems, plans solutions, and executes tasks to achieve a goal autonomously, using context and learning to guide its actions.

    What are Cyber Risk Agents?

    Cyber Risk Agents, as introduced by Qualys, are specialized AI agents designed to function as a digital workforce for cybersecurity. They automate tasks like threat prioritization, risk assessment, and remediation workflows, operating autonomously to augment security teams.

    What is the Qualys AI Fabric?

    Qualys AI Fabric is the underlying technology that enables autonomous cybersecurity within the Qualys platform. It integrates specialized Cyber Risk Agents and the Cyber Risk Assistant to provide proactive and intelligent risk management.

    What are the benefits of using Agentic AI in cybersecurity?

    The benefits include a shift from reactive to proactive security, faster and smarter decision-making, autonomous identification and prioritization of critical risks, and automated remediation workflows. This leads to enhanced productivity and reduced Mean Time To Remediate (MTTR).

    Can Agentic AI handle complex cybersecurity challenges?

    Yes, Agentic AI is designed to tackle complex challenges by autonomously analyzing vast amounts of data, correlating threat intelligence with business context, and executing targeted remediation strategies at machine speed, which is crucial for addressing the pace of modern cyber threats.

    What is the role of the Cyber Risk Assistant?

    The Cyber Risk Assistant is a prompt-driven interface that allows users to interact with security data using natural language. It helps in navigating risk posture, translating complex data into actionable insights, and can even initiate Cyber Risk Agents for autonomous execution.

    Crypto Market AI's Take

    The advancements in Agentic AI, as highlighted by Qualys's new platform, signal a significant evolution in how organizations can approach cybersecurity. This shift towards autonomous, agent-based systems mirrors the increasing complexity and automation seen in other technological domains, including the financial markets. At Crypto Market AI, we are actively exploring how similar AI-driven agents can revolutionize trading strategies, market analysis, and risk management within the cryptocurrency space. Our focus on AI Agents aims to provide traders and investors with intelligent tools that can automate tasks, identify opportunities, and manage risks proactively, much like the Cyber Risk Agents described in this article. The concept of a specialized digital workforce that can autonomously handle complex tasks is directly transferable to the fast-paced and data-intensive world of cryptocurrency trading.

    More to Read:

  • AI Agents: The Future of Business Automation
  • Navigating the Crypto Market with AI-Powered Insights
  • Understanding the Latest in AI and Machine Learning for Finance